{"id":812976,"date":"2020-07-08T10:10:42","date_gmt":"2020-07-08T08:10:42","guid":{"rendered":"https:\/\/biotrading.com\/?p=812976"},"modified":"2024-07-15T10:10:56","modified_gmt":"2024-07-15T08:10:56","slug":"data-availability","status":"publish","type":"post","link":"https:\/\/biotrading.com\/nl\/data-availability\/","title":{"rendered":"Data Availability"},"content":{"rendered":"\n<p>The last concept added to the ALCOA+\nprinciple is <strong>Data Availability<\/strong>.<\/p>\n\n\n\n<p>This point is a consequence of the previous one (Data\nEndurance), i.e. data must not only exist, it must also be accessible whenever\nneeded, during the whole data lifecycle.<\/p>\n\n\n\n<p>Availability ensures data meets its use, since it can\nbe used when needed. Data should be accessible at any time during the required\nlifetime. This also applies to any associated metadata. Additionally, data must\nbe made available, securely, for the people who need it. Undoubtedly, the most\nefficient way to achieve the availability principle is recording data\nelectronically.<\/p>\n\n\n\n<p>Let\u2019s look at an example of an FDA warning letter to\nbetter explain how the Availability concept should be applied to pharmaceutical\ncompanies:<\/p>\n\n\n\n<p><strong><a aria-label=\"FDA Warning Letter 320-19-16 (March 2019) (opens in a new tab)\" href=\"https:\/\/www.fda.gov\/inspections-compliance-enforcement-and-criminal-investigations\/warning-letters\/dong-yuan-technology-co-ltd-568292-03182019\" target=\"_blank\" rel=\"noreferrer noopener\">FDA Warning Letter 320-19-16 (March 2019)<\/a><\/strong><\/p>\n\n\n\n<p><strong><em>Your firm failed to ensure that laboratory\nrecords included complete data derived from all tests necessary to ensure\ncompliance with established specifications and standards (21 CFR 211.194(a)).<\/em><\/strong><\/p>\n\n\n\n<p>You <em>do not retain laboratory data\ngenerated by your analysts<\/em>. During our inspection, your staff\ntold our investigator that your firm\u2019s laboratory worksheets contain only final\nlaboratory results. You <em>do not retain records of sample\nweights written on paper<\/em>. The papers are discarded after your\nstaff performs calculations.<\/p>\n\n\n\n<p><em>Due to your failure to retain laboratory\ndata, our investigator was unable to confirm the validity of your results.\nYou could not provide any rationale for failing to maintain the complete data.\nYour staff further stated to our investigator that if a sample preparation is\nnot good, it is thrown away and restarted. The staff does not retain that data.<\/em><\/p>\n\n\n\n<p><em>In response to this letter, provide:<\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><em>A management strategy for your firm that\nincludes the details of your global corrective action and preventive action\nplan. The detailed corrective action plan should describe how you intend to\nensure the reliability and completeness of all data generated by your firm\nincluding microbiological and analytical data, manufacturing records, and all\ndata submitted to FDA.<\/em><\/li><\/ul>\n\n\n\n<p>SherpaPharma offers full data Availability, high\nsecurity and traceability.<\/p>\n\n\n\n<p>The system is accessible over the Internet. Any approved user, with the right profile, can access the system from any location. Using date filters, and combining with any other filtering criteria (for example, manufacturing area, operators, sampling conditions, microorganisms identified, etc.), users instantaneously access the necessary sample data, including all the related information. For instance, in case of an OOS or an investigation, users can quickly check if the incidence is new or if it has been repeated under the same or different conditions. CAPA plans can use SherpaPharma to confirm if actions are effective.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/CAPA-SherpaPharma-1024x160.png\" alt=\"\" class=\"wp-image-812979\" width=\"1087\" height=\"170\" srcset=\"https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/CAPA-SherpaPharma-1024x160.png 1024w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/CAPA-SherpaPharma-300x47.png 300w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/CAPA-SherpaPharma-250x39.png 250w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/CAPA-SherpaPharma-768x120.png 768w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/CAPA-SherpaPharma-1536x240.png 1536w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/CAPA-SherpaPharma-2048x320.png 2048w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/CAPA-SherpaPharma-600x94.png 600w\" sizes=\"auto, (max-width: 1087px) 100vw, 1087px\" \/><figcaption><em>Figure 1. Filtering samples by date using SherpaPharma<\/em>.<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/Audit-Trail-SherpaPharma-1024x424.png\" alt=\"\" class=\"wp-image-812981\" width=\"1091\" height=\"452\" srcset=\"https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/Audit-Trail-SherpaPharma-1024x424.png 1024w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/Audit-Trail-SherpaPharma-300x124.png 300w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/Audit-Trail-SherpaPharma-250x104.png 250w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/Audit-Trail-SherpaPharma-768x318.png 768w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/Audit-Trail-SherpaPharma-1536x636.png 1536w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/Audit-Trail-SherpaPharma-2048x849.png 2048w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/Audit-Trail-SherpaPharma-600x249.png 600w\" sizes=\"auto, (max-width: 1091px) 100vw, 1091px\" \/><figcaption><em>Figure 2. Filtering actions in the Audit Trail by date using SherpaPharma.<\/em><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/Sampling-Calendar-SherpaPharma-1024x591.png\" alt=\"\" class=\"wp-image-812983\" width=\"1085\" height=\"625\" srcset=\"https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/Sampling-Calendar-SherpaPharma-1024x591.png 1024w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/Sampling-Calendar-SherpaPharma-300x173.png 300w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/Sampling-Calendar-SherpaPharma-250x144.png 250w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/Sampling-Calendar-SherpaPharma-768x443.png 768w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/Sampling-Calendar-SherpaPharma-1536x886.png 1536w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/Sampling-Calendar-SherpaPharma-2048x1182.png 2048w, https:\/\/biotrading.com\/wp-content\/uploads\/2020\/07\/Sampling-Calendar-SherpaPharma-600x346.png 600w\" sizes=\"auto, (max-width: 1085px) 100vw, 1085px\" \/><figcaption><em>Figure 3. Filtering Sampling Sessions in the Calendar by date using SherpaPharma.<\/em><\/figcaption><\/figure>\n\n\n\n<p>In addition, all data is securely stored in a data base that is daily backed up to a different geographical location. The system is monitored continuously and upgraded periodically to make sure that data will be available always and without occupying space in your location. SherpaPharma users do not need any more a warehouse for GMP microbiological documentation or local servers for copies of environmental data and metadata.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The last concept added to the ALCOA+ principle is Data Availability. This point is a consequence of the previous one (Data Endurance), i.e. data must not only exist, it must also be accessible whenever needed, during the whole data lifecycle. Availability ensures data meets its use, since it can be used when needed. Data should [&hellip;]<\/p>\n","protected":false},"author":557,"featured_media":812977,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-812976","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorised"],"acf":[],"_links":{"self":[{"href":"https:\/\/biotrading.com\/nl\/wp-json\/wp\/v2\/posts\/812976","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/biotrading.com\/nl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/biotrading.com\/nl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/biotrading.com\/nl\/wp-json\/wp\/v2\/users\/557"}],"replies":[{"embeddable":true,"href":"https:\/\/biotrading.com\/nl\/wp-json\/wp\/v2\/comments?post=812976"}],"version-history":[{"count":6,"href":"https:\/\/biotrading.com\/nl\/wp-json\/wp\/v2\/posts\/812976\/revisions"}],"predecessor-version":[{"id":812990,"href":"https:\/\/biotrading.com\/nl\/wp-json\/wp\/v2\/posts\/812976\/revisions\/812990"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/biotrading.com\/nl\/wp-json\/wp\/v2\/media\/812977"}],"wp:attachment":[{"href":"https:\/\/biotrading.com\/nl\/wp-json\/wp\/v2\/media?parent=812976"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/biotrading.com\/nl\/wp-json\/wp\/v2\/categories?post=812976"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/biotrading.com\/nl\/wp-json\/wp\/v2\/tags?post=812976"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}