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end
</PDF>EX-10.1

AMENDMENT AGREEMENT

This AMENDMENT AGREEMENT (this “Agreement”), entered into as of the 30th day of June
2011 (the “Effective Date”), is made by and among La Jolla Pharmaceutical Company, a
Delaware corporation (the “Company”), and the undersigned parties (each a “Holder”
and collectively the “Holders”).

WHEREAS, the Company and the Holders entered into a Securities Purchase Agreement dated as of
May 24, 2010 (the “Securities Purchase Agreement”);

WHEREAS, the Company and the Holders entered into a Consent and Amendment Agreement dated as
of March 29, 2011 (the “Consent and Amendment Agreement”), amending certain of the rights
and obligations of the parties arising under the Securities Purchase Agreement;

WHEREAS, the Company and the Holders now wish to enter into this Agreement to provide the
Company with additional working capital to sustain its operations as the Company continues to
pursue a Strategic Transaction, as defined in the New Certificate of Designations (as defined in
the Consent and Amendment Agreement);

WHEREAS, the undersigned Holders represent the Requisite Holders, as defined in the New
Certificate of Designations, required to enter into this Agreement and to waive certain rights
under the New Certificate of Designations.

NOW, THEREFORE, in consideration of the mutual covenants and agreements contained in this
Agreement, and for other good and valuable consideration, the receipt and sufficiency of which are
hereby acknowledged, the parties hereto agree as follows:

1. Capitalized Terms. Capitalized terms used and not otherwise defined herein shall have the
meanings ascribed to such terms in the Securities Purchase Agreement, as may have been modified by
the Consent and Amendment Agreement.

2. Representations and Warranties of the Company. The Company hereby represents and warrants
that all representations and warranties of the Company made pursuant to the Securities Purchase
Agreement not herein amended, or previously amended, are true and accurate in all material respects
as if made as of the date hereof, except with respect to those representations and warranties in
the Securities Purchase Agreement that speak as of an earlier date, which shall be true and
accurate in all material respects as of such earlier date.

3. Representations and Warranties of the Holders. Each of the Holders hereby represents and
warrants to the Company that, with respect solely to itself and not with respect to any other
Holder, each Holder has the requisite power and authority to enter into and perform the Agreement,
and if the Holder is an entity, such Holder is a corporation, limited liability company or
partnership duly incorporated or organized, validly existing and in good standing under the laws of
the jurisdiction of its incorporation or organization.

4. Waiver under New Certificate of Designations.

	 	(a)	 	The Series C-11 Convertible Preferred Stock and Series
C-21 Convertible Preferred Stock (as defined in the New Certificate of
Designations), held by the undersigned Holders shall not be entitled to accrue any
dividends under Article III.A. of the New Certificate of Designations for the
period from June 1, 2011 through August 31, 2011 (the “Additional No Dividend
Period”) and the undersigned Holders hereby agree to the foregoing conditional
waiver of rights pursuant to the New Certificate of Designations.

5. Covenants of Company.

	 	(a)	 	For the period from July 1, 2011 through August 31, 2011 (the
“Reduction Period”), the Company hereby agrees to reduce the work hours of
Dr. Deirdre Gillespie, Chief Executive Officer, by 50%, with a corresponding
reduction in salary of $31,200 over the Reduction Period, and to reduce the work
hours of Gail Sloan, Chief Financial Officer, by 20%, with a corresponding
reduction in salary of $6,109 over the Reduction Period (each such reduction, a
“Reduced Salary Amount”), in each such case, with the reduction in hours
and pay to continue for the duration of the Reduction Period. Concurrent with the
execution and delivery of this Agreement, Dr. Gillespie and Ms. Sloan shall deliver
to the Company consents agreeing to the foregoing Reduced Salary Amounts.

6. Covenants of the Holders.

	 	(a)	 	The undersigned Holders hereby agree, severally but not jointly, from
the date hereof until the later of (i) the date of consummation of a Strategic
Transaction, or (ii) three months from the date of this Agreement, to purchase any
or all of the outstanding Series C-11 Convertible Preferred Stock or
Series C-21 Convertible Preferred Stock held by any of Dr. Gillespie,
Ms. Sloan or Mr. Bryson (the “Employees”), upon their respective written
request once they are no longer employees of the Company (as so requested, the
“Redeemed Securities”). The Redeemed Securities will be redeemed in an
amount equal to the “Face Amount” of such securities that are so tendered (as
defined in the New Certificate of Designations). The Holders’ obligations under
this Section 6(a) shall be pro rata based on their relative ownership of the New
Preferred Stock as of the Effective Date of this Agreement. In delivering the
Redeemed Securities under this Section 6(a), each tendering Employee shall also be
required to transfer an equal proportion of each of the Cash Warrants and Cashless
Warrants held by such tendering Employee.

	 	(b)	 	If, as of July 22, 2011, the Company continues to actively pursue the
consummation of a Strategic Transaction (as determined by the Requisite Holders, in
their sole discretion), then, on or before July 29, 2011, the Holders shall pay to
the Company an amount, to be determined at such time by such Requisite Holders, to
continue to fund the Company’s operations (the “Payment”), with each Holder
to pay its respective pro rata portion of the Payment.

7. Fees and Expenses. Each party shall pay the fees and expenses of its advisors, counsel,
accountants and other experts, if any, and all other expenses, incurred by such party incident to
the negotiation, preparation, execution, delivery and performance of this Agreement and the
transactions contemplated hereby.

8. Specific Performance; Consent to Jurisdiction; Venue.

	 	(a)	 	The Company and the Holders acknowledge and agree that irreparable
damage would occur in the event that any of the provisions of this Agreement
(including the agreements and instruments amended hereby) (collectively, the
“Transaction Documents”) were not performed in accordance with their
specific terms or were otherwise breached. It is accordingly agreed that the
parties shall be entitled to an injunction or injunctions to prevent or cure
breaches of the provisions of this Agreement or the other Transaction Documents and
to enforce specifically the terms and provisions hereof or thereof without the
requirement of posting a bond or providing any other security, this being in
addition to any other remedy to which any of them may be entitled by law or equity.

	 	(b)	 	The parties agree that venue for any dispute arising under this
Agreement will lie exclusively in the state or federal courts located in San Diego,
California, and the parties irrevocably waive any right to raise forum non
conveniens or any other argument that California is not the proper venue. The
parties irrevocably consent to personal jurisdiction in the state and federal
courts of the state of California. The Company and each Holder consent to process
being served in any such suit, action or proceeding by mailing a copy thereof to
such party at the address in effect for notices to it under this Agreement and
agrees that such service shall constitute good and sufficient service of process
and notice thereof. Nothing in this Section 8 shall affect or limit any right to
serve process in any other manner permitted by law. The parties hereby waive all
rights to a trial by jury. In addition, the prevailing party in any dispute
arising under this Agreement shall be entitled to recover its fees and expenses,
including, without limitation, all reasonable attorneys’ fees and expenses.

9. Entire Agreement; Amendment. This Agreement, including the schedules and exhibits attached
hereto, and the Transaction Documents contain the entire understanding and agreement of the parties
with respect to the matters covered hereby and, except as specifically set forth herein or in the
other Transaction Documents, neither the Company nor any Holder make any representation, warranty,
covenant or undertaking with respect to such matters, and they supersede all prior understandings
and agreements with respect to said subject matter, all of which are merged herein. No provision
of this Agreement may be waived or amended on behalf of all Holders other than by a written
instrument signed by the Company and the Requisite Holders. In addition to the foregoing, no
provision of this Agreement may be amended to increase the financial obligations of any Holder
under this Agreement other than by a written instrument signed by such Holder. Nothing provided in
this Section 9 shall limit an individual Holder’s right to waive or amend any provision of this
Agreement on its own behalf. The Holders acknowledge that any waiver effected in accordance with
this Section 9 shall be binding upon each Holder (and their permitted assigns) and the Company,
including, without limitation, a waiver that has an adverse effect on any or all Holders. The
Company and the undersigned holders agree that the Employees are third party beneficiaries under
Section 6(a) of this Agreement and shall have the rights to enforce that section of this Agreement
as if they were a party to this Agreement.

10. Notices. Any notice, demand, request, waiver or other communication required or permitted
to be given hereunder shall be in writing and shall be effective (a) upon hand delivery or by
telecopy, electronic mail or facsimile at the address or number designated below (if delivered on a
business day during normal business hours where such notice is to be received), or the first
business day following such delivery (if delivered other than on a business day during normal
business hours where such notice is to be received) or (b) on the second business day following the
date of mailing by express courier service, fully prepaid, addressed to such address, or upon
actual receipt of such mailing, whichever shall first occur. The addresses for such communications
shall be:

	 	 	 	If to the Company:

La Jolla Pharmaceutical Company

4365 Executive Drive, Suite 300

San Diego, CA 92121

Attention: Deirdre Gillespie

Telephone No.: (858) 452-6600

Facsimile No.: (858) 626-2851

Email address: deirdre.gillespie@ljpc.com

	 	 	 	with copies to:

Ropes & Gray LLP

Three Embarcadero Center

San Francisco, CA 94111

Attention: Ryan Murr

Telephone No.: (415) 315-6395

Facsimile No.: (415) 315-6026

Email address: Ryan.Murr@ropesgray.com

	 	 	 	If to any Holder:

At the address of such Holder set forth on the signature page to this Agreement, with copies to
Holder’s counsel, if any, as set forth on the signature page or as specified in writing by such
Holder.

Any party hereto may from time to time change its address for notices by giving written notice
of such changed address to the other party hereto.

11. Waivers. No waiver by either party of any default with respect to any provision,
condition or requirement of this Agreement shall be deemed to be a continuing waiver in the future
or a waiver of any other provision, condition or requirement hereof, nor shall any delay or
omission of any party to exercise any right hereunder in any manner impair the exercise of any such
right accruing to it thereafter.

12. Headings. The article, section and subsection headings in this Agreement are for
convenience only and shall not be deemed to limit or affect any of the provisions hereof.

13. Successors and Assigns. This Agreement shall be binding upon and inure to the benefit of
the parties and their successors and assigns.

14. No Third Party Beneficiaries. This Agreement is intended for the benefit of the parties
hereto and their respective permitted successors and assigns and is not for the benefit of, nor may
any provision hereof be enforced by, any other person.

15. Governing Law. This Agreement shall be governed by and construed in accordance with the
internal laws of the State of California, without giving effect to any of the conflicts of law
principles which would result in the application of the substantive law of another jurisdiction.
This Agreement shall not be interpreted or construed with any presumption against the party causing
this Agreement to be drafted.

16. Counterparts. This Agreement may be executed in any number of counterparts, all of which
taken together shall constitute one and the same instrument and shall become effective when
counterparts have been signed by each party and delivered to the other parties hereto, it being
understood that all parties need not sign the same counterpart.

17. Disclosure of Transaction. The Company shall file with the SEC a Current Report on Form
8-K describing the material terms of the transactions contemplated hereby, with such filing to be
made no later than 8:30 a.m. (Eastern Time) on the second Trading Day following the date of this
Agreement. The Company will provide representatives from Tang Capital Partners, LP and Boxer
Capital, LLC with the opportunity to review and approve the Form 8-K prior to filing, which
approval will not be unreasonably withheld.

18. Severability. The provisions of this Agreement are severable and, in the event that any
court of competent jurisdiction shall determine that any one or more of the provisions or part of
the provisions contained in this Agreement shall, for any reason, be held to be invalid, illegal or
unenforceable in any respect, such invalidity, illegality or unenforceability shall not affect any
other provision or part of a provision of this Agreement and this Agreement shall be reformed and
construed as if such invalid or illegal or unenforceable provision, or part of such provision, had
never been contained herein, so that such provisions would be valid, legal and enforceable to the
maximum extent possible.

19. Further Assurances. From and after the date of this Agreement, upon the request of the
Holders or the Company, the Company and each Holder shall execute and deliver such instruments,
documents and other writings as may be reasonably necessary or desirable to confirm and carry out
and to effectuate fully the intent and purposes of this Agreement and the other Transaction
Documents

20. Independent Nature of Holders’ Obligations and Rights. The obligations of each Holder
under any Transaction Documents are several and not joint with the obligations of any other Holder,
and no Holder shall be responsible in any way for the performance of the obligations of any other
Holder under any Transaction Documents. Nothing contained herein or in any other Transaction
Documents, and no action taken by any Holder pursuant hereto or thereto, shall be deemed to
constitute the Holder as a partnership, an association, a joint venture or any other kind of
entity, or create a presumption that the Holders are in any way acting in concert or as a group
with respect to such obligations or the transactions contemplated by the Transaction Documents.
Each Holder confirms that it has independently participated in the negotiation of the transaction
contemplated hereby with the advice of its own counsel and advisors. Each Holder shall be entitled
to independently protect and enforce its rights, including, without limitation, the rights arising
out of this Agreement or out of any other Transaction Documents, and it shall not be necessary for
any other Holder to be joined as an additional party in any proceeding for such purpose.

21. Force Majeure. Notwithstanding any provision herein to the contrary, the failure of any
party to timely satisfy obligations hereunder shall be excused to the extent that (i) such failure
follows the occurrence of a Force Majeure Event (defined below), and (ii) such Force Majeure Event
has materially adversely affected the ability of such party (or its agents, including banks,
transfer agents, and clearinghouses) to perform hereunder. A failure to perform shall be excused
only for so long as the Force Majeure Event continues to materially adversely affect such person’s
ability to perform. For purposes of this Section, “Force Majeure Event” shall mean the
occurrence of any of the following events: (a) trading in securities generally on either the Nasdaq
Stock Market or the New York Stock Exchange shall have been suspended or limited, or minimum or
maximum prices shall have been generally established on any of such stock exchanges by the SEC or
FINRA; (b) a general banking moratorium shall have been declared by any of federal, New York or
California authorities; (c) an act of war, terrorism or hostility shall have occurred, or (d) a
strike, fire, flood, earthquake, accident or other calamity or Act of God shall have occurred.

[REMAINDER OF PAGE INTENTIONALLY LEFT BLANK]

IN WITNESS WHEREOF, the parties hereto have caused this Amendment Agreement to be duly
executed by their respective authorized officers as of the date first above written.

LA JOLLA PHARMACEUTICAL COMPANY

	 	 	 
	By:

Name:

Title:

	 	/s/ Gail A. Sloan

Gail A. Sloan

Chief Financial Officer and Secretary

[SIGNATURE PAGES CONTINUE]

1

[HOLDER SIGNATURE PAGES TO AMENDMENT AGREEMENT]

IN WITNESS WHEREOF, the undersigned have caused this Amendment Agreement to be duly executed
by their respective authorized signatories as of the date first indicated above.

Name of Holder: Tang Capital Partners, LP

Signature of Authorized Signatory of Holder: /s/ Kevin Tang

Name of Authorized Signatory: Kevin Tang

Title of Authorized Signatory: Managing Director of Tang Capital Management, LLC, General Partner

Email Address of Holder: jlemkey@tangcapital.com

Fax Number of Holder: 858 200 3837

Address for Notice of Holder:

4401 Eastgate Mall

San Diego, CA 92121

Address for Delivery of Securities for Holder (if not same as address for notice):

EIN Number: [PROVIDE THIS UNDER SEPARATE COVER]

2

[HOLDER SIGNATURE PAGES TO AMENDMENT AGREEMENT]

IN WITNESS WHEREOF, the undersigned have caused this Amendment Agreement to be duly executed
by their respective authorized signatories as of the date first indicated above.

Name of Holder: The Haeyoung and Kevin Tang Foundation, Inc.

Signature of Authorized Signatory of Holder: /s/ Kevin Tang

Name of Authorized Signatory: Kevin Tang

Title of Authorized Signatory: President

Email Address of Holder: jlemkey@tangcapital.com

Fax Number of Holder: 858 200 3837

Address for Notice of Holder:

4401 Eastgate Mall

San Diego, CA 92121

Address for Delivery of Securities for Holder (if not same as address for notice):

EIN Number: [PROVIDE THIS UNDER SEPARATE COVER]

3

[HOLDER SIGNATURE PAGES TO AMENDMENT AGREEMENT]

IN WITNESS WHEREOF, the undersigned have caused this Amendment Agreement to be duly executed
by their respective authorized signatories as of the date first indicated above.

Name of Holder: Boxer Capital, LLC

Signature of Authorized Signatory of Holder: /s/ Chris Fuglesang

Name of Authorized Signatory: Chris Fuglesang

Title of Authorized Signatory: Member, Counsel

Email Address of Holder: cfuglesang@tavistock.com

Fax Number of Holder: 858 400 3101

Address for Notice of Holder:

445 Marine View Ave 100

Del Mar, CA 92014

Address for Delivery of Securities for Holder (if not same as address for notice):

EIN Number: [PROVIDE THIS UNDER SEPARATE COVER]

4

[HOLDER SIGNATURE PAGES TO AMENDMENT AGREEMENT]

IN WITNESS WHEREOF, the undersigned have caused this Amendment Agreement to be duly executed
by their respective authorized signatories as of the date first indicated above.

Name of Holder: MVA Investors, LLC

Signature of Authorized Signatory of Holder: /s/ Chris Fuglesang

Name of Authorized Signatory: Chris Fuglesang

Title of Authorized Signatory: President

Email Address of Holder: cfuglesang@tavistock.com

Fax Number of Holder: 858 400 3101

Address for Notice of Holder:

445 Marine View Ave 100

Del Mar, CA 92014

Address for Delivery of Securities for Holder (if not same as address for notice):

EIN Number: [PROVIDE THIS UNDER SEPARATE COVER]

5

[HOLDER SIGNATURE PAGES TO AMENDMENT AGREEMENT]

IN WITNESS WHEREOF, the undersigned have caused this Amendment Agreement to be duly executed
by their respective authorized signatories as of the date first indicated above.

Name of Holder: RTW Investments, LLC

Signature of Authorized Signatory of Holder: /s/ Roderick Wong

Name of Authorized Signatory: Roderick Wong

Title of Authorized Signatory: Managing Member

Email Address of Holder: sloughran@rtwfunds.com

Fax Number of Holder: 646 597 6998

Address for Notice of Holder:

1350 Avenue of the Americas, 28th Floor, Suite 2801

New York, NY 10019

Address for Delivery of Securities for Holder (if not same as address for notice):

EIN Number: [PROVIDE THIS UNDER SEPARATE COVER]

6

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