{"id":2228,"date":"2026-09-04T15:34:22","date_gmt":"2026-09-04T15:34:22","guid":{"rendered":"https:\/\/blogs.bmj.com\/jmg\/?p=2228"},"modified":"2026-09-04T15:34:22","modified_gmt":"2026-09-04T15:34:22","slug":"exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham","status":"publish","type":"post","link":"https:\/\/blogs.bmj.com\/jmg\/2026\/09\/04\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\/","title":{"rendered":"Exome sequencing and large-scale analysis of electronic medical record-linked biobank data identify candidate deafness genes (Contributed by Prof. Karen B. Avraham)"},"content":{"rendered":"<p>Hearing loss is often caused by genetic variants, but for many people, the underlying cause remains unknown, preventing an accurate diagnosis and limiting access to emerging genetic therapies. We performed whole-exome sequencing in more than 1,000 people with hearing loss and integrated the findings with data from their electronic medical records. Despite incomplete clinical information, our approach identified likely genetic causes in many participants and revealed new candidate genes that may contribute to hearing loss. This work demonstrates how large healthcare databases can improve diagnosis, expand our understanding of the genetic basis of hearing loss, and help prepare more patients for future gene-based therapies. (<a href=\"https:\/\/jmg.bmj.com\/content\/early\/2026\/09\/02\/jmg-2026-111784\">https:\/\/jmg.bmj.com\/content\/early\/2026\/09\/02\/jmg-2026-111784<\/a>)<!--TrendMD v2.4.8--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hearing loss is often caused by genetic variants, but for many people, the underlying cause remains unknown, preventing an accurate diagnosis and limiting access to emerging genetic therapies. We performed whole-exome sequencing in more than 1,000 people with hearing loss and integrated the findings with data from their electronic medical records. Despite incomplete clinical information, [&#8230;]<\/p>\n<p><a class=\"btn btn-secondary understrap-read-more-link\" href=\"https:\/\/blogs.bmj.com\/jmg\/2026\/09\/04\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\/\">Read More&#8230;<\/a><\/p>\n","protected":false},"author":123,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2228","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Exome sequencing and large-scale analysis of electronic medical record-linked biobank data identify candidate deafness genes (Contributed by Prof. Karen B. Avraham) - JMG Contact blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/blogs.bmj.com\/jmg\/2026\/09\/04\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Exome sequencing and large-scale analysis of electronic medical record-linked biobank data identify candidate deafness genes (Contributed by Prof. Karen B. Avraham) - JMG Contact blog\" \/>\n<meta property=\"og:description\" content=\"Hearing loss is often caused by genetic variants, but for many people, the underlying cause remains unknown, preventing an accurate diagnosis and limiting access to emerging genetic therapies. We performed whole-exome sequencing in more than 1,000 people with hearing loss and integrated the findings with data from their electronic medical records. Despite incomplete clinical information, [...]Read More...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/blogs.bmj.com\/jmg\/2026\/09\/04\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\/\" \/>\n<meta property=\"og:site_name\" content=\"JMG Contact blog\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-04T15:34:22+00:00\" \/>\n<meta name=\"author\" content=\"hqqu\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@HuiQiQu\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"hqqu\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/2026\\\/09\\\/04\\\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/2026\\\/09\\\/04\\\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\\\/\"},\"author\":{\"name\":\"hqqu\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/#\\\/schema\\\/person\\\/be0250f8d5b52412c3e7c222dabd591b\"},\"headline\":\"Exome sequencing and large-scale analysis of electronic medical record-linked biobank data identify candidate deafness genes (Contributed by Prof. Karen B. Avraham)\",\"datePublished\":\"2026-09-04T15:34:22+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/2026\\\/09\\\/04\\\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\\\/\"},\"wordCount\":132,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/#organization\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/2026\\\/09\\\/04\\\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/2026\\\/09\\\/04\\\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\\\/\",\"url\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/2026\\\/09\\\/04\\\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\\\/\",\"name\":\"Exome sequencing and large-scale analysis of electronic medical record-linked biobank data identify candidate deafness genes (Contributed by Prof. Karen B. Avraham) - JMG Contact blog\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/#website\"},\"datePublished\":\"2026-09-04T15:34:22+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/2026\\\/09\\\/04\\\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/2026\\\/09\\\/04\\\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/2026\\\/09\\\/04\\\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Exome sequencing and large-scale analysis of electronic medical record-linked biobank data identify candidate deafness genes (Contributed by Prof. Karen B. Avraham)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/#website\",\"url\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/\",\"name\":\"JMG Contact blog\",\"description\":\"JMG Contact blog\",\"publisher\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/#organization\",\"name\":\"JMG Contact blog\",\"url\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/files\\\/2017\\\/10\\\/blog-logo-jmg.png\",\"contentUrl\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/files\\\/2017\\\/10\\\/blog-logo-jmg.png\",\"width\":300,\"height\":34,\"caption\":\"JMG Contact blog\"},\"image\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/#\\\/schema\\\/person\\\/be0250f8d5b52412c3e7c222dabd591b\",\"name\":\"hqqu\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/920bc4e81500cde88def4bfd7775029cb154e422c5460b9cf80d5c47137d6f35?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/920bc4e81500cde88def4bfd7775029cb154e422c5460b9cf80d5c47137d6f35?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/920bc4e81500cde88def4bfd7775029cb154e422c5460b9cf80d5c47137d6f35?s=96&d=mm&r=g\",\"caption\":\"hqqu\"},\"description\":\"Huiqi Qu has a background as a physician trained in internal medicine and a PhD in Experimental Medicine (Endocrinology). His research applies human genetics and multi-omics to complex and pediatric diseases, including GWAS, polygenic risk scores (PRS), single-cell transcriptomics, and integrative genomics to support precision medicine and clinical translation.\",\"sameAs\":[\"https:\\\/\\\/x.com\\\/HuiQiQu\"],\"url\":\"https:\\\/\\\/blogs.bmj.com\\\/jmg\\\/author\\\/hqiqu\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Exome sequencing and large-scale analysis of electronic medical record-linked biobank data identify candidate deafness genes (Contributed by Prof. Karen B. Avraham) - JMG Contact blog","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/blogs.bmj.com\/jmg\/2026\/09\/04\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\/","og_locale":"en_US","og_type":"article","og_title":"Exome sequencing and large-scale analysis of electronic medical record-linked biobank data identify candidate deafness genes (Contributed by Prof. Karen B. Avraham) - JMG Contact blog","og_description":"Hearing loss is often caused by genetic variants, but for many people, the underlying cause remains unknown, preventing an accurate diagnosis and limiting access to emerging genetic therapies. We performed whole-exome sequencing in more than 1,000 people with hearing loss and integrated the findings with data from their electronic medical records. Despite incomplete clinical information, [...]Read More...","og_url":"https:\/\/blogs.bmj.com\/jmg\/2026\/09\/04\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\/","og_site_name":"JMG Contact blog","article_published_time":"2026-09-04T15:34:22+00:00","author":"hqqu","twitter_card":"summary_large_image","twitter_creator":"@HuiQiQu","twitter_misc":{"Written by":"hqqu","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/blogs.bmj.com\/jmg\/2026\/09\/04\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\/#article","isPartOf":{"@id":"https:\/\/blogs.bmj.com\/jmg\/2026\/09\/04\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\/"},"author":{"name":"hqqu","@id":"https:\/\/blogs.bmj.com\/jmg\/#\/schema\/person\/be0250f8d5b52412c3e7c222dabd591b"},"headline":"Exome sequencing and large-scale analysis of electronic medical record-linked biobank data identify candidate deafness genes (Contributed by Prof. Karen B. Avraham)","datePublished":"2026-09-04T15:34:22+00:00","mainEntityOfPage":{"@id":"https:\/\/blogs.bmj.com\/jmg\/2026\/09\/04\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\/"},"wordCount":132,"commentCount":0,"publisher":{"@id":"https:\/\/blogs.bmj.com\/jmg\/#organization"},"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/blogs.bmj.com\/jmg\/2026\/09\/04\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/blogs.bmj.com\/jmg\/2026\/09\/04\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\/","url":"https:\/\/blogs.bmj.com\/jmg\/2026\/09\/04\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\/","name":"Exome sequencing and large-scale analysis of electronic medical record-linked biobank data identify candidate deafness genes (Contributed by Prof. Karen B. Avraham) - JMG Contact blog","isPartOf":{"@id":"https:\/\/blogs.bmj.com\/jmg\/#website"},"datePublished":"2026-09-04T15:34:22+00:00","breadcrumb":{"@id":"https:\/\/blogs.bmj.com\/jmg\/2026\/09\/04\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/blogs.bmj.com\/jmg\/2026\/09\/04\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/blogs.bmj.com\/jmg\/2026\/09\/04\/exome-sequencing-and-large-scale-analysis-of-electronic-medical-record-linked-biobank-data-identify-candidate-deafness-genes-contributed-by-prof-karen-b-avraham\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/blogs.bmj.com\/jmg\/"},{"@type":"ListItem","position":2,"name":"Exome sequencing and large-scale analysis of electronic medical record-linked biobank data identify candidate deafness genes (Contributed by Prof. Karen B. Avraham)"}]},{"@type":"WebSite","@id":"https:\/\/blogs.bmj.com\/jmg\/#website","url":"https:\/\/blogs.bmj.com\/jmg\/","name":"JMG Contact blog","description":"JMG Contact blog","publisher":{"@id":"https:\/\/blogs.bmj.com\/jmg\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/blogs.bmj.com\/jmg\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/blogs.bmj.com\/jmg\/#organization","name":"JMG Contact blog","url":"https:\/\/blogs.bmj.com\/jmg\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/blogs.bmj.com\/jmg\/#\/schema\/logo\/image\/","url":"https:\/\/blogs.bmj.com\/jmg\/files\/2017\/10\/blog-logo-jmg.png","contentUrl":"https:\/\/blogs.bmj.com\/jmg\/files\/2017\/10\/blog-logo-jmg.png","width":300,"height":34,"caption":"JMG Contact blog"},"image":{"@id":"https:\/\/blogs.bmj.com\/jmg\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/blogs.bmj.com\/jmg\/#\/schema\/person\/be0250f8d5b52412c3e7c222dabd591b","name":"hqqu","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/920bc4e81500cde88def4bfd7775029cb154e422c5460b9cf80d5c47137d6f35?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/920bc4e81500cde88def4bfd7775029cb154e422c5460b9cf80d5c47137d6f35?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/920bc4e81500cde88def4bfd7775029cb154e422c5460b9cf80d5c47137d6f35?s=96&d=mm&r=g","caption":"hqqu"},"description":"Huiqi Qu has a background as a physician trained in internal medicine and a PhD in Experimental Medicine (Endocrinology). His research applies human genetics and multi-omics to complex and pediatric diseases, including GWAS, polygenic risk scores (PRS), single-cell transcriptomics, and integrative genomics to support precision medicine and clinical translation.","sameAs":["https:\/\/x.com\/HuiQiQu"],"url":"https:\/\/blogs.bmj.com\/jmg\/author\/hqiqu\/"}]}},"_links":{"self":[{"href":"https:\/\/blogs.bmj.com\/jmg\/wp-json\/wp\/v2\/posts\/2228","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.bmj.com\/jmg\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.bmj.com\/jmg\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.bmj.com\/jmg\/wp-json\/wp\/v2\/users\/123"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.bmj.com\/jmg\/wp-json\/wp\/v2\/comments?post=2228"}],"version-history":[{"count":0,"href":"https:\/\/blogs.bmj.com\/jmg\/wp-json\/wp\/v2\/posts\/2228\/revisions"}],"wp:attachment":[{"href":"https:\/\/blogs.bmj.com\/jmg\/wp-json\/wp\/v2\/media?parent=2228"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.bmj.com\/jmg\/wp-json\/wp\/v2\/categories?post=2228"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.bmj.com\/jmg\/wp-json\/wp\/v2\/tags?post=2228"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}